1 code implementation • 25 Jul 2020 • Sachin Mehta, Ximing Lu, Donald Weaver, Joann G. Elmore, Hannaneh Hajishirzi, Linda Shapiro
HATNet extends the bag-of-words approach and uses self-attention to encode global information, allowing it to learn representations from clinically relevant tissue structures without any explicit supervision.
1 code implementation • 8 Sep 2017 • Sachin Mehta, Ezgi Mercan, Jamen Bartlett, Donald Weaver, Joann Elmore, Linda Shapiro
We trained and applied an encoder-decoder model to semantically segment breast biopsy images into biologically meaningful tissue labels.